MIA-COV19D: COVID-19 Detection through 3-D Chest CT Image Analysis

14 June 2021

Papers citing "MIA-COV19D: COVID-19 Detection through 3-D Chest CT Image Analysis"

50 / 61 papers shown

Title
SAM2CLIP2SAM: Vision Language Model for Segmentation of 3D CT Scans for Covid-19 Detection D. Kollias Anastasios Arsenos J. Wingate Stefanos D. Kollias 62 2 0 22 Jul 2024
Complex Style Image Transformations for Domain Generalization in Medical Images Nikolaos Spanos Anastasios Arsenos P. Theofilou Paraskevi Tzouveli Athanasios Voulodimos Stefanos D. Kollias OOD MedIm 45 0 0 01 Jun 2024
Can Machine Learning Assist in Diagnosis of Primary Immune Thrombocytopenia? A feasibility study Haroon Miah Dimitrios Kollias G. Pedone D. Provan Frederick Chen 48 10 0 31 May 2024
A Closer Look at Spatial-Slice Features Learning for COVID-19 Detection Chih-Chung Hsu Chia-Ming Lee Chiang Fan Yang Yi-Shiuan Chou Chih-Yu Jiang Shen-Chieh Tai Chin-Han Tsai 57 0 0 02 Apr 2024
High-confidence pseudo-labels for domain adaptation in COVID-19 detection Robert Turnbull Simon Mutch OOD 34 3 0 20 Mar 2024
Advancing COVID-19 Detection in 3D CT Scans Qingqiu Li Runtian Yuan Junlin Hou Jilan Xu Yuejie Zhang Rui Feng Hao Chen 34 2 0 18 Mar 2024
COVID-19 detection from pulmonary CT scans using a novel EfficientNet with attention mechanism Ramy M. A. Farag Parth C. Upadhyay Yixiang Gao Jacket Demby's Katherin Garces Montoya Seyed Ali Doustdar Tousi Gbenga Omotara Guilherme N. DeSouza 48 0 0 18 Mar 2024
Domain Adaptation Using Pseudo Labels for COVID-19 Detection Runtian Yuan Qingqiu Li Junlin Hou Jilan Xu Yuejie Zhang Rui Feng Hao Chen OOD 32 0 0 18 Mar 2024
Ensembling and Test Augmentation for Covid-19 Detection and Covid-19 Domain Adaptation from 3D CT-Scans F. Bougourzi Féryal Windal Moulaï H. Benhabiles Fadi Dornaika Abdelmalik Taleb-Ahmed 3DPC 57 3 0 17 Mar 2024
Simple 2D Convolutional Neural Network-based Approach for COVID-19 Detection Chih-Chung Hsu Chia-Ming Lee Chiang Fan Yang Yi-Shiuan Chou Chih-Yu Jiang Shen-Chieh Tai Chin-Han Tsai 45 3 0 17 Mar 2024
Robust COVID-19 Detection in CT Images with CLIP Li Lin Yamini Sri Krubha Zhenhuan Yang Cheng Ren Thuc Duy Le Irene Amerini Xin Eric Wang Shu Hu 42 11 0 13 Mar 2024
COVID-19 Computer-aided Diagnosis through AI-assisted CT Imaging Analysis: Deploying a Medical AI System Demetris Gerogiannis Anastasios Arsenos D. Kollias Dimitris Nikitopoulos Stefanos D. Kollias 62 16 0 10 Mar 2024
Domain adaptation, Explainability & Fairness in AI for Medical Image Analysis: Diagnosis of COVID-19 based on 3-D Chest CT-scans D. Kollias Anastasios Arsenos Stefanos D. Kollias 56 24 0 04 Mar 2024
The 6th Affective Behavior Analysis in-the-wild (ABAW) Competition D. Kollias Panagiotis Tzirakis Alan S. Cowen Stefanos Zafeiriou I. Kotsia Alice Baird Chris Gagne Chunchang Shao Guanyu Hu 45 71 0 29 Feb 2024
Distribution Matching for Multi-Task Learning of Classification Tasks: a Large-Scale Study on Faces & Beyond D. Kollias V. Sharmanska Stefanos Zafeiriou CVBM 45 41 0 02 Jan 2024
Large-scale Long-tailed Disease Diagnosis on Radiology Images Qiaoyu Zheng Weike Zhao Chaoyi Wu Xiaoman Zhang Lisong Dai Hengyu Guan Yuehua Li Ya Zhang Yanfeng Wang Weidi Xie LM&MA MedIm 69 5 0 26 Dec 2023
COVID-19 Detection Using Slices Processing Techniques and a Modified Xception Classifier from Computed Tomography Images Kenan Morani 40 3 0 10 Dec 2023
COVID-19 detection using ViT transformer-based approach from Computed Tomography Images Kenan Morani 6 0 0 12 Oct 2023
BTDNet: a Multi-Modal Approach for Brain Tumor Radiogenomic Classification Dimitrios Kollias Karanjot Vendal Priyanka Gadhavi Solomon Russom 32 20 0 05 Oct 2023
Interpretable Medical Imagery Diagnosis with Self-Attentive Transformers: A Review of Explainable AI for Health Care Tin Lai MedIm 42 4 0 01 Sep 2023
Severity classification of ground-glass opacity via 2-D convolutional neural network and lung CT scans: a 3-day exploration L. Tang 37 1 0 23 Mar 2023
MIA-3DCNN: COVID-19 Detection Based on a 3D CNN Igor Kenzo Ishikawa Oshiro Nakashima Giovanna Vendramini Hélio Pedrini 39 1 0 19 Mar 2023
Enhanced detection of the presence and severity of COVID-19 from CT scans using lung segmentation R. Turnbull 43 2 0 16 Mar 2023
2D and 3D CNN-Based Fusion Approach for COVID-19 Severity Prediction from 3D CT-Scans F. Bougourzi Fadi Dornaika A. Nakib C. Distante A. Taleb-Ahmed MedIm 3DPC 55 0 0 15 Mar 2023
Strong Baseline and Bag of Tricks for COVID-19 Detection of CT Scans Chih-Chung Hsu Chih-Yu Jian Chia-Ming Lee Chin-Han Tsai Shengxuan Dai 6 3 0 15 Mar 2023
Enhancing COVID-19 Severity Analysis through Ensemble Methods Anand Thyagachandran H. Murthy 34 0 0 13 Mar 2023
ABAW: Valence-Arousal Estimation, Expression Recognition, Action Unit Detection & Emotional Reaction Intensity Estimation Challenges D. Kollias Panagiotis Tzirakis Alice Baird Alan S. Cowen Stefanos Zafeiriou 63 123 0 02 Mar 2023
A Deep Neural Architecture for Harmonizing 3-D Input Data Analysis and Decision Making in Medical Imaging D. Kollias Anastasios Arsenos Stefanos D. Kollias AI4CE 47 36 0 01 Mar 2023
Advances in Medical Image Analysis with Vision Transformers: A Comprehensive Review Reza Azad Amirhossein Kazerouni Moein Heidari Ehsan Khodapanah Aghdam Amir Molaei Yiwei Jia Abin Jose Rijo Roy Dorit Merhof MedIm ViT 50 165 0 09 Jan 2023
Boosting COVID-19 Severity Detection with Infection-aware Contrastive Mixup Classification Junlin Hou Jilan Xu Nan Zhang Yuejie Zhang Xiao-Yong Zhang Rui Feng 32 4 0 26 Nov 2022
CMC v2: Towards More Accurate COVID-19 Detection with Discriminative Video Priors Junlin Hou Jilan Xu Nan Zhang Yi Wang Yuejie Zhang Xiao-Yong Zhang Rui Feng 49 2 0 26 Nov 2022
Vision Transformers in Medical Imaging: A Review Emerald U. Henry Onyeka Emebob C. Omonhinmin ViT MedIm 45 34 0 18 Nov 2022
COVID-19 Detection Using Segmentation, Region Extraction and Classification Pipeline Kenan Morani 34 2 0 06 Oct 2022
Res-Dense Net for 3D Covid Chest CT-scan classification Quoc-Huy Trinh Minh Le Nguyen T. Nguyen-Dinh MedIm 30 1 0 09 Aug 2022
Cov3d: Detection of the presence and severity of COVID-19 from CT scans using 3D ResNets R. Turnbull 37 8 0 05 Jul 2022
FDVTS's Solution for 2nd COV19D Competition on COVID-19 Detection and Severity Analysis Junlin Hou Jilan Xu Rui Feng Yuejie Zhang 51 7 0 05 Jul 2022
Spatiotemporal Feature Learning Based on Two-Step LSTM and Transformer for CT Scans Chih-Chung Hsu Chin-Han Tsai Guangfeng Chen Sin-Di Ma Shen-Chieh Tai MedIm 36 9 0 04 Jul 2022
Adaptive GLCM sampling for transformer-based COVID-19 detection on CT Ok-Cheol Jung Dong un Kang Gwanghyun Kim S. Chun MedIm 33 2 0 04 Jul 2022
Representation Learning with Information Theory for COVID-19 Detection Abel Díaz Berenguer Tanmoy Mukherjee M. Bossa Nikos Deligiannis Hichem Sahli OOD 35 3 0 04 Jul 2022
ABAW: Learning from Synthetic Data & Multi-Task Learning Challenges D. Kollias 52 126 0 03 Jul 2022
COVID-19 Detection Using Transfer Learning Approach from Computed Tomography Images Kenan Morani Esra Kaya Ayana D. Unay 39 4 0 01 Jul 2022
COVID Detection and Severity Prediction with 3D-ConvNeXt and Custom Pretrainings Daniel Kienzle Julian Lorenz Robin Schon K. Ludwig Rainer Lienhart 3DPC 40 14 0 30 Jun 2022
PVT-COV19D: Pyramid Vision Transformer for COVID-19 Diagnosis Lilang Zheng Jiaxuan Fang Xiaorun Tang Hanzhang Li Jiaxin Fan Tianyi Wang Rui Zhou Zhaoyan Yan ViT MedIm 45 2 0 30 Jun 2022
Two-Stage COVID19 Classification Using BERT Features Weijun Tan Qi Yao Jingfeng Liu 37 9 0 29 Jun 2022
Ensemble CNN models for Covid-19 Recognition and Severity Perdition From 3D CT-scan F. Bougourzi C. Distante Fadi Dornaika A. Taleb-Ahmed 3DPC 43 3 0 29 Jun 2022
AI-MIA: COVID-19 Detection & Severity Analysis through Medical Imaging D. Kollias Anastasios Arsenos Stefanos D. Kollias 63 42 0 09 Jun 2022
MixAugment & Mixup: Augmentation Methods for Facial Expression Recognition Andreas Psaroudakis D. Kollias 32 36 0 09 May 2022
Vision Transformers in Medical Computer Vision -- A Contemplative Retrospection Arshi Parvaiz Muhammad Anwaar Khalid Rukhsana Zafar Huma Ameer M. Ali M. Fraz MedIm 30 60 0 29 Mar 2022
ABAW: Valence-Arousal Estimation, Expression Recognition, Action Unit Detection & Multi-Task Learning Challenges D. Kollias 55 198 0 22 Feb 2022
Transformers in Medical Imaging: A Survey Fahad Shamshad Salman Khan Syed Waqas Zamir Muhammad Haris Khan Munawar Hayat Fahad Shahbaz Khan Huazhu Fu ViT LM&MA MedIm 111 667 0 24 Jan 2022